metadata

license: apache-2.0
language:
  - en
tags:
  - icos
  - electricity
  - consumption
  - reinforcement-learning
  - energy-monitoring
  - power-consumption
  - metaos
size_categories:
  - 10K<n<100K

Electricity Consumption and Pricing Dataset

Dataset Description

This dataset contains electricity consumption monitoring data generated for the ICOS Use Case related to Energy Consumption Recommendation.

Overview

Source: Simulated using python
Purpose: Training data for Reinforcement Learning
Update Frequency: Electricity consumption and cost at every 30 minute intervals

Data Schema

Column	Type	Description
timestamp	float	ISO 8601 format with microsecond precision
Price	float	electricity cost per kwh
Consumption	float	electricity usage value

Usage in ICOS UC

This dataset is used in one of the ICOS Use Cases. Note that actual solution uses live-fetched data, so values change for the original solution.

ICOS Project Context

Part of the ICOS meta-operating system for the edge-cloud continuum, focusing on:

Energy efficiency optimization
Power consumption tracking
Sustainable edge computing

Funded by the European Union's Horizon programme (Grant No 101070177)